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Focusing on undergraduate degree
🎯
Focusing on undergraduate degree
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Doya16/README.md

👋 Hi, I'm Doya16 / 你好，我是 Doya16

🎓 I'm an undergraduate majoring in Data Science at the University of California, Irvine (UCI).
🎓 我是加州大学欧文分校（UCI）数据科学专业的本科生。

📊 With a solid background in statistics, machine learning, and programming, I enjoy building AI applications that solve real-world problems.
📊 拥有扎实的数据分析、机器学习与编程能力，热衷于用 AI 解决现实问题。

🧠 I particularly enjoy neural network modeling, chatbots, and Kaggle competitions.
🧠 我尤其喜欢神经网络建模、聊天机器人与 Kaggle 挑战。

🔧 Projects / 项目展示

  • 🧪 GPT+TTS Chatbot (本地项目)
    Experimenting with Text-to-Speech + GPT models for voice interaction.
    本地搭建的 TTS + GPT 语音聊天系统（目前保存在百度云盘）

  • 🥇 Kaggle AI 文本识别
    Top 9% solution for the AI-generated text detection challenge.
    Kaggle AI 文本检测挑战赛铜奖，排名前 9%。

  • 🔍 Nonebot Pixiv 插件
    A QQ bot plugin for fetching Pixiv illustrations using ranking, keywords, or user ID.
    基于 Nonebot 的 QQ 机器人插件，支持 Pixiv 插图搜索、排行榜与用户投稿获取。

  • 📚 JM Bot 插件
    A Nonebot2 plugin that downloads, converts, and sends doujin manga from JM via QQ commands.
    基于 Nonebot2 的绅士本子下载机器人插件，支持自动打包为 PDF 或 ZIP 并上传到 QQ 群。

  • 📝 Arxiv Search 插件 A NoneBot2 plugin for fetching latest papers from arXiv by category. 一个基于 NoneBot2 的插件，可按分类获取 arXiv 最新论文。

  • 🔮 每日运势插件
    A NoneBot2 plugin for daily fortune-telling based on random scores and poetic scripts.
    每日抽取一次古风签文运势，支持缓存机制与九级评分体系。

  • 📢 群公告广播插件
    A NoneBot2 plugin that allows the admin to send announcements via private chat to all groups.
    支持管理员私聊指令发送群公告，一键广播至所有群聊。

📂 Open Source Projects/ 开源项目

Here are a few repositories I'm actively maintaining:

📄 Academic Exploration / 学术尝试

Although not all papers are groundbreaking, they represent my early exploration in applied machine learning.
尽管这些研究不一定具有重大突破，但它们记录了我在人工智能实践中的早期尝试。

🧠 Suicide Tweet Detection Based on AI Algorithms

First Author & Corresponding Author
📄 DOI: 10.54254/2755-2721/55/20241512

A full-stack text classification project for identifying suicidal expressions in tweets.
使用文本分类方法识别推文中的自杀倾向，是我首次完整主导的研究项目。

📊 Post-COVID EdTech Acceptance via Clustering

Second Author
📄 DOI: 10.2991/assehr.k.220504.245

Clustered survey data to understand changes in user behavior toward e-learning tools post-pandemic.
使用聚类分析方法研究疫情后人们对在线教育平台接受度的变化。

🛠️ Tech Stack / 技术栈

📈 GitHub Stats / 代码活跃度

📫 Contact / 联系方式

This profile README is powered by 💖 and open source passion.
本主页由热情与开源精神驱动 ✨

Popular repositories Loading

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    基于Nonebot和Napcat的JMcomic漫画打包上传插件，主要用于QQ机器人，会自动将多章节漫画打包后命名为漫画ID上传或直接上传漫画ID命名的PDF文件，并附带定时撤回功能，以增加安全性。

    Python 9

  2. Nonebot-Napcat-Pixiv-QQBot Nonebot-Napcat-Pixiv-QQBot Public

    基于Nonebot和Napcat的Pixiv图片搜索插件，主要用于QQ机器人，可使用多种命令进行关键词图片查找并发送，并附带定时撤回功能，以增加安全性。

    Python 2

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  4. KaggleBronze_AIJC_detector KaggleBronze_AIJC_detector Public

    This is my first kaggle medal, after trying many competitions and only getting a bronze medal, but I still wanted to show it.

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  5. Nonebot-plugin-QQ-Group-messaging-plugin Nonebot-plugin-QQ-Group-messaging-plugin Public

    一个简单实用的 NoneBot2 插件，支持由超级管理员通过私聊bot账号向所有群发送统一公告消息。

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  6. Nonebot-Plugin-QQArxivBot-PaperSearch Nonebot-Plugin-QQArxivBot-PaperSearch Public

    Arxiv Digest Plugin 📚 A NoneBot2 plugin for fetching latest papers from arXiv by category. Arxiv 精选插件 📚 一个基于 NoneBot2 的插件，可按分类获取 arXiv 最新论文。

    Python 1